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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

W. Zheng

h-index 51 View on Semantic Scholar

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Jul 2026

Data‐Driven Control of Discrete‐Time Two‐Dimensional Systems With Noisy Data

This paper considers the stabilization issue of unknown two‐dimensional (2‐D) Fornasini–Marchesini (FM) systems with noisy data. Note that existing results on 2‐D systems require accurate system models, which are almost impossible to be obtained in practice. Within this context, a robust data‐based control strategy f...

Rong-Ni Yang, Ru-Ming Yang, Ren-Jie Ma et al. · 0 citations
Aug 2026

How higher-order interactions shape the dynamics of large-scale dual-star neural networks.

A novel large-scale delayed neural network with dual-star architecture, incorporating both second-order and third-order interactions, and the accurate function fitting achieved by the model provides new insights for the design and control of neural networks.

Yue Qiu, Min Xiao, Yonghui Sun et al. · 0 citations

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